Bhārata Strata · Maharashtra · Pune · morphological twins

Places like cell 4900012911

The MH-36 locality cells most similar to this Pune cell across terrain, built form, land cover, climate dynamics and connectivity — ranked by a GUM-confidence-weighted (R24) distance, with the temporal block down-weighted. Each twin is a real cell with its own witnessed dossier.

Twins found

across 4 distinct districts

Index confidence

0.92

GUM mean confidence of the anchor (R24)

Dimensions compared

morphology-v2 feature dimensions

Closest twin distance

0.242

lower = more alike (weighted)

The twins, closest first

#1 · Punecell 4900012495

distance 0.242

#2 · Punecell 4900012649

distance 0.248

#3 · Punecell 4900012640

distance 0.269

#4 · Ahmednagarcell 4660005416

distance 0.27 · cross-district

#5 · Punecell 4900012357

distance 0.278

#6 · Solapurcell 4960006216

distance 0.29 · cross-district

#7 · Punecell 4900002733

distance 0.301

#8 · Ahmednagarcell 4660007283

distance 0.301 · cross-district

#9 · Ahmednagarcell 4660006644

distance 0.302 · cross-district

#10 · Punecell 4900005372

distance 0.309

#11 · Sataracell 4940007671

distance 0.316 · cross-district

#12 · Sataracell 4940007567

distance 0.319 · cross-district

#13 · Solapurcell 4960005951

distance 0.321 · cross-district

#14 · Sataracell 4940005664

distance 0.324 · cross-district

#15 · Punecell 4900005497

distance 0.327

#16 · Punecell 4900012643

distance 0.327

#17 · Sataracell 4940003231

distance 0.33 · cross-district

#18 · Ahmednagarcell 4660006573

distance 0.332 · cross-district

witness: find_twins — morphology-twin-index-v2 (R24, GUM-confidence-weighted, magnitude-aware, temporal block down-weighted). Distance is the weighted feature distance; lower is more alike. Cross-district twins are the discriminative signal.

Re-witness these twins

curl -s https://api.gridrock.ai/mcp -H 'Content-Type: application/json' \
  -H 'Accept: application/json, text/event-stream' \
  -d '{"jsonrpc":"2.0","id":1,"method":"tools/call","params":{"name":"find_twins",
       "arguments":{"admin_code":490,"cluster_id":4900012911}}}'

Machine-readable JSON twin →Full dossier →

Scope: the live MH-36 cube. Twins are computed from the sha-verified morphology-v2 vector; the engine supplies no goodness/suitability ranking — only morphological similarity.